Trusted Agentic Systems
When AI acts,trust becomes infrastructure.
KOREV builds AI systems that reason and act inside an organization's real processes, with the traceability, control, and sovereignty that high-stakes decisions demand.
Trust the future.
AI can already answer.The next challenge is trusting it with real work.
- AnswerConversational AI
- ExecuteAgentic AI
- ActAutonomous systems
The moment AI acts, four questions arise.
- Context
- Does it understand your organization: its documents, its rules, its exceptions?
- Action
- Can it work on real cases, in real tools, without stepping outside its scope?
- Control
- Who approves, above what threshold, and what happens when there's doubt?
- Accountability
- Will you be able to explain and defend what it did, months later?
A better model doesn't answer these questions.An architecture does.
Architecture
One system. Three functions.
Atlas · Think
Understand and reason.
KOREV's cognitive engine. It understands the organization's context, reasons over its cases, and orchestrates the capabilities each task needs.
Built on Olmo 3 32B, an open model released by the Allen Institute for AI (Ai2), with public weights, code, and training data. KOREV refines it and combines it with its own orchestration technology.
Atlas in detailEvidence · Act
Work inside your processes.
The environment where KOREV agents handle cases, documents, research, and business tasks alongside your teams.
Evidence in detailPRISM · Trust
Control what matters.
The control process for critical operations: multiple models cross-checked, human approval, stop by default when in doubt, and a verifiable record of every decision.
PRISM in detail
Atlas thinks. Evidence acts. PRISM controls.
Use cases
Real processes. Not demos.
In every domain, the same division of work: AI prepares, your teams decide.
AI prepares
- Nonconformity analysis and technical investigation
- Search across procedures and technical documentation
- Preparation of quality and maintenance reviews
Your teams decide
Quality approves every corrective action before it's carried out.
Industry: learn more FRAI prepares
- Document research and exhibit analysis
- Timelines and summaries of complex cases
- Every conclusion linked to the passage it rests on
Your teams decide
The lawyer or in-house counsel keeps the legal assessment and the signature.
Legal: learn more FRAI prepares
- Search and synthesis across internal documents
- Back-office case processing
- Internal agents that prepare work inside your tools
Your teams decide
Process owners approve anything outside the agreed scope.
Enterprise operations: learn moreAI prepares
- Analysis and preliminary review of case files
- Documentation and drafting of responses
- In a controlled deployment environment
Your teams decide
Public officials review and decide; the system documents what was prepared.
Public sector: learn more FRClients & partners
External selection
France Digitale · Mapping startups Auvergne-Rhône-Alpes 2026Deployment
Start with one process.Scale the intelligence.
- 01
Pilot
One process, a defined corpus, success criteria agreed before you start.
Evidence
- 02
Production
Multiple agents and processes, integrated with your tools.
Evidence and Atlas
- 03
Critical
High-stakes decisions go through reinforced control.
Atlas, Evidence, and PRISM
- 04
Sovereign
Dedicated infrastructure, in a European cloud, hybrid, or on-premises.
The full system, in your environment
No process identified yet? Start with a Pulse assessment.
Trust
Trust isn't declared.It's demonstrated.
- Data sovereignty
- European cloud, hybrid, or on-premises, depending on your requirements.
- Open model
- Atlas is built on a model whose weights, code, and training data are public.
- Human oversight
- High-stakes decisions stay with your teams.
- Traceability
- Models, sources, rules, and approvals are retained for every task.
- Auditability
- The verifiable decision record format, based on hashes and signatures, is described in a public technical note.
- Transparency
- The Trust Center publishes what is available, what is partial, and what the limits are.
Designed for regulated environments. Designed to support governance and auditability.
KOREV Labs
Intelligence won't stay behind a screen.
Beyond software agents, KOREV Labs explores where AI meets the physical world.
- Embodied AI
- Robotics
- Neurosensory systems
- Physical intelligence
- Real-world applications
- Real-world signals
- Evaluation
- Models
- Agents and robotics
- New applications
KOREV also builds its own applications to test its technology in real-world conditions. Data enters this loop only within an explicit contractual and legal framework.
Frequently asked questions
The questions we hear before a first conversation.
From AI that answers to AI that acts.With proof of what it does.
Talk to KOREVInvestors, partners, researchers: contact@korev-ai.com
Trust the future.